| --- |
| pretty_name: FORGE-Bench (Test Split) |
| license: cc-by-nc-4.0 |
| language: |
| - en |
| task_categories: |
| - text-generation |
| tags: |
| - structured-planning |
| - assembly-rework |
| - interlocking-assembly |
| size_categories: |
| - 1K<n<10K |
| configs: |
| - config_name: default |
| data_files: |
| - split: test |
| path: test.jsonl |
| --- |
| |
| # FORGE-Bench: Public Test Split |
|
|
| This repository contains the **1,000 public test inputs** for |
| **FORGE: Fault-Oriented Rework Code Generation for Executable Interlocking Assembly**. |
| The intended Hugging Face repository is `QLU-LLM/FORGE-Bench`. |
|
|
| The paper describes a benchmark of **4,000 tasks across 26 assemblies**, with |
| **3,000 training tasks across 21 assemblies** and **1,000 test tasks across 5 held-out assemblies**. |
| **Only the test split is distributed in this repository.** The paper's full benchmark size |
| must not be confused with the number of records available here. |
|
|
| ## Files |
|
|
| ```text |
| README.md |
| .gitattributes |
| test.jsonl |
| data_types.py |
| SHA256SUMS.txt |
| metadata/ |
| dataset_manifest.json |
| assembly_manifest.json |
| ``` |
|
|
| | Released split | Records | Assemblies | Reference answers | |
| |---|---:|---:|---| |
| | test | 1,000 | 5 | Not included | |
|
|
| No training or validation records are included. No model predictions, experiment results, |
| human assessment records, LLM judge records, or scoring scripts are included. |
| This release uses JSONL; no Parquet file is supplied. |
|
|
| ## Record format |
|
|
| Each line in `test.jsonl` is one JSON object: |
|
|
| | Field | Type | Meaning | |
| |---|---|---| |
| | `id` | string | Original sample identifier | |
| | `assembly_id` | string | Assembly identifier | |
| | `split` | string | Always `test` | |
| | `public_task` | object | Structured task input | |
|
|
| `public_task` contains `task`, `initial_state`, `target_state`, `actual_state`, |
| `assembly_graph`, `blocking_graph`, `contact_graph`, `constraint_graph`, |
| `action_space`, `part_catalog`, and `task_public_metadata`. |
|
|
| The supplied action space declares `remove`, `insert`, `reset_pose`, `replace`, |
| `rotate_translate_to_unlock`, and `translate_rotate_to_lock`. |
| The JSONL file is a byte-for-byte copy of the existing public test release: |
| record IDs, ordering, and task contents have not been changed for this organization release. |
| Some identifiers retain historical version strings; they are preserved for traceability. |
|
|
| ## Assembly distribution |
|
|
| | Assembly | Test records | |
| |---|---:| |
| | `parametric_helical_gate_11` | 260 | |
| | `parametric_offset_core_09` | 200 | |
| | `parametric_pyramid_lock_05` | 170 | |
| | `parametric_t_lock_07` | 170 | |
| | `parametric_tower_lock_10` | 200 | |
| | **Total** | **1,000** | |
|
|
| ## Loading |
|
|
| Load locally using the Python standard library, preserving the nested task objects: |
|
|
| ```python |
| import json |
| |
| with open("test.jsonl", encoding="utf-8") as handle: |
| test = [json.loads(line) for line in handle if line.strip()] |
| |
| assert len(test) == 1000 |
| print(test[0]["id"]) |
| ``` |
|
|
| After publication, download the original JSONL from the Hub: |
|
|
| ```python |
| import json |
| from huggingface_hub import hf_hub_download |
| |
| path = hf_hub_download( |
| repo_id="QLU-LLM/FORGE-Bench", |
| filename="test.jsonl", |
| repo_type="dataset", |
| ) |
| with open(path, encoding="utf-8") as handle: |
| test = [json.loads(line) for line in handle if line.strip()] |
| ``` |
|
|
| `data_types.py` also provides a small standard-library JSONL reader. |
|
|
| ## Scope and availability |
|
|
| This is a structured-input dataset release. Reference annotations and reference rework |
| plans are not included, so this repository alone does not provide ground-truth scoring. |
| The dataset concerns symbolic assembly states and action constraints; it does not |
| provide a complete continuous-physics simulator. |
|
|
| Some input fields retain asset references such as `assets/*.stl`. |
| **The referenced STL/FBX assets are not bundled in this repository.** |
| References such as `constraint_graph.json` identify components of the original task |
| format; the corresponding graph object is embedded in each record's `public_task`. |
|
|
| ## License |
|
|
| CC BY-NC 4.0, consistent with the previously selected dataset license. |
| See https://creativecommons.org/licenses/by-nc/4.0/ . |
|
|
